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Data Augmentation

Papers archive 2025-07-28

archive papers tagged: 8,378 · with a code link: 3,225 · where Syntology ran a sample: 692 (567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (692 of 8,378 tagged: 567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 73 of 84: papers 7,201 to 7,300 of 8,378, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Training Wake Word Detection with Synthesized Speech Data on Confusion Words
  3 Nov 2020 0 repositories listed
• An Empirical Study of Contextual Data Augmentation for Japanese Zero Anaphora Resolution
  2 Nov 2020 0 repositories listed
• SapAugment: Learning A Sample Adaptive Policy for Data Augmentation
  2 Nov 2020 0 repositories listed
• Semi-supervised Federated Learning for Activity Recognition
  2 Nov 2020 0 repositories listed
• What's All the FUSS About Free Universal Sound Separation Data?
  2 Nov 2020 0 repositories listed
• A multi-source approach for Breton–French hybrid machine translation
  1 Nov 2020 0 repositories listed
• Advancing Seq2seq with Joint Paraphrase Learning
  1 Nov 2020 0 repositories listed
• Alibaba’s Submission for the WMT 2020 APE Shared Task: Improving Automatic Post-Editing with Pre-trained Conditional Cross-Lingual BERT
  1 Nov 2020 0 repositories listed
• Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies
  1 Nov 2020 0 repositories listed
• Facebook AI’s WMT20 News Translation Task Submission
  1 Nov 2020 0 repositories listed
• How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue
  1 Nov 2020 0 repositories listed
• Learning Physical Common Sense as Knowledge Graph Completion via BERT Data Augmentation and Constrained Tucker Factorization
  1 Nov 2020 0 repositories listed
• Linguist Geeks on WNUT-2020 Task 2: COVID-19 Informative Tweet Identification using Progressive Trained Language Models and Data Augmentation
  1 Nov 2020 0 repositories listed
• MixKD: Towards Efficient Distillation of Large-scale Language Models
  1 Nov 2020 0 repositories listed
• Noising Scheme for Data Augmentation in Automatic Post-Editing
  1 Nov 2020 0 repositories listed
• PATQUEST: Papago Translation Quality Estimation
  1 Nov 2020 0 repositories listed
• Planning and Generating Natural and Diverse Disfluent Texts as Augmentation for Disfluency Detection
  1 Nov 2020 0 repositories listed
• Quantifying the Evaluation of Heuristic Methods for Textual Data Augmentation
  1 Nov 2020 0 repositories listed
• Reinforcement Learning with Imbalanced Dataset for Data-to-Text Medical Report Generation
  1 Nov 2020 0 repositories listed
• Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
  1 Nov 2020 0 repositories listed
• Tencent Neural Machine Translation Systems for the WMT20 News Translation Task
  1 Nov 2020 0 repositories listed
• TextAttack: Lessons learned in designing Python frameworks for NLP
  1 Nov 2020 0 repositories listed
• Textual Data Augmentation for Efficient Active Learning on Tiny Datasets
  1 Nov 2020 0 repositories listed
• All-Weather Object Recognition Using Radar and Infrared Sensing
  30 Oct 2020 0 repositories listed
• Improving Dialogue Breakdown Detection with Semi-Supervised Learning
  30 Oct 2020 0 repositories listed
• On the Performance of Convolutional Neural Networks under High and Low Frequency Information
  30 Oct 2020 0 repositories listed
• A Model of Two Tales: Dual Transfer Learning Framework for Improved Long-tail Item Recommendation
  29 Oct 2020 0 repositories listed
• Identification of complex mixtures for Raman spectroscopy using a novel scheme based on a new multi-label deep neural network
  29 Oct 2020 0 repositories listed
• Self-paced Data Augmentation for Training Neural Networks
  29 Oct 2020 0 repositories listed
• Augmenting transferred representations for stock classification
  28 Oct 2020 0 repositories listed
• CopyPaste: An Augmentation Method for Speech Emotion Recognition
  27 Oct 2020 0 repositories listed
• Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery
  27 Oct 2020 0 repositories listed
• Impact of Spherical Coordinates Transformation Pre-processing in Deep Convolution Neural Networks for Brain Tumor Segmentation and Survival Prediction
  27 Oct 2020 0 repositories listed
• Improving Text Relationship Modeling with Artificial Data
  27 Oct 2020 0 repositories listed
• Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach
  26 Oct 2020 0 repositories listed
• Exploiting Neural Query Translation into Cross Lingual Information Retrieval
  26 Oct 2020 0 repositories listed
• Method and Dataset Entity Mining in Scientific Literature: A CNN + Bi-LSTM Model with Self-attention
  26 Oct 2020 0 repositories listed
• P² Net: Augmented Parallel-Pyramid Net for Attention Guided Pose Estimation
  26 Oct 2020 0 repositories listed
• Restrained Generative Adversarial Network against Overfitting in Numeric Data Augmentation
  26 Oct 2020 0 repositories listed
• Multi-stream Attention-based BLSTM with Feature Segmentation for Speech Emotion Recognition
  25 Oct 2020 0 repositories listed
• Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
  24 Oct 2020 0 repositories listed
• Persian Handwritten Digit, Character and Word Recognition Using Deep Learning
  24 Oct 2020 0 repositories listed
• A Study of Transfer Learning in Music Source Separation
  23 Oct 2020 0 repositories listed
• Improving Noise Robustness of an End-to-End Neural Model for Automatic Speech Recognition
  23 Oct 2020 0 repositories listed
• Improving Robustness by Augmenting Training Sentences with Predicate-Argument Structures
  23 Oct 2020 0 repositories listed
• Learning Loss for Test-Time Augmentation
  22 Oct 2020 0 repositories listed
• Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data
  22 Oct 2020 0 repositories listed
• Controllable Text Simplification with Explicit Paraphrasing
  21 Oct 2020 0 repositories listed
• How Data Augmentation affects Optimization for Linear Regression
  21 Oct 2020 0 repositories listed
• KnowDis: Knowledge Enhanced Data Augmentation for Event Causality Detection via Distant Supervision
  21 Oct 2020 0 repositories listed
• Logic Guided Genetic Algorithms
  21 Oct 2020 0 repositories listed
• Sentence Boundary Augmentation For Neural Machine Translation Robustness
  21 Oct 2020 0 repositories listed
• Tongji University Undergraduate Team for the VoxCeleb Speaker Recognition Challenge2020
  20 Oct 2020 0 repositories listed
• Combining Ensembles and Data Augmentation can Harm your Calibration
  19 Oct 2020 0 repositories listed
• Introducing and Applying Newtonian Blurring: An Augmented Dataset of 126,000 Human Connectomes at braingraph.org
  19 Oct 2020 0 repositories listed
• Multi-Window Data Augmentation Approach for Speech Emotion Recognition
  19 Oct 2020 0 repositories listed
• Image-based Automated Species Identification: Can Virtual Data Augmentation Overcome Problems of Insufficient Sampling?
  18 Oct 2020 0 repositories listed
• CoDA: Contrast-enhanced and Diversity-promoting Data Augmentation for Natural Language Understanding
  16 Oct 2020 0 repositories listed
• Detecting ESG topics using domain-specific language models and data augmentation approaches
  16 Oct 2020 0 repositories listed
• Peer-Assisted Robotic Learning: A Data-Driven Collaborative Learning Approach for Cloud Robotic Systems
  16 Oct 2020 0 repositories listed
• Reconstructing A Large Scale 3D Face Dataset for Deep 3D Face Identification
  16 Oct 2020 0 repositories listed
• A Transformer Based Pitch Sequence Autoencoder with MIDI Augmentation
  15 Oct 2020 0 repositories listed
• Does Data Augmentation Benefit from Split BatchNorms
  15 Oct 2020 0 repositories listed
• Revisiting Optical Flow Estimation in 360 Videos
  15 Oct 2020 0 repositories listed
• 3D Segmentation Networks for Excessive Numbers of Classes: Distinct Bone Segmentation in Upper Bodies
  14 Oct 2020 0 repositories listed
• Ferrograph image classification
  14 Oct 2020 0 repositories listed
• EPYNET: Efficient Pyramidal Network for Clothing Segmentation
  13 Oct 2020 0 repositories listed
• Land Cover Semantic Segmentation Using ResUNet
  13 Oct 2020 0 repositories listed
• Towards Data-efficient Modeling for Wake Word Spotting
  13 Oct 2020 0 repositories listed
• Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy
  12 Oct 2020 0 repositories listed
• Chatbot Interaction with Artificial Intelligence: Human Data Augmentation with T5 and Language Transformer Ensemble for Text Classification
  12 Oct 2020 0 repositories listed
• EFSG: Evolutionary Fooling Sentences Generator
  12 Oct 2020 0 repositories listed
• Improving Low Resource Code-switched ASR using Augmented Code-switched TTS
  12 Oct 2020 0 repositories listed
• Increasing the Robustness of Semantic Segmentation Models with Painting-by-Numbers
  12 Oct 2020 0 repositories listed
• Monitoring War Destruction from Space: A Machine Learning Approach
  12 Oct 2020 0 repositories listed
• Pedestrian Trajectory Prediction with Convolutional Neural Networks
  12 Oct 2020 0 repositories listed
• Boosted EfficientNet: Detection of Lymph Node Metastases in Breast Cancer Using Convolutional Neural Network
  10 Oct 2020 0 repositories listed
• Category-Learning with Context-Augmented Autoencoder
  10 Oct 2020 0 repositories listed
• How Does Mixup Help With Robustness and Generalization?
  9 Oct 2020 0 repositories listed
• Affine-Invariant Robust Training
  8 Oct 2020 0 repositories listed
• Leveraging Unpaired Text Data for Training End-to-End Speech-to-Intent Systems
  8 Oct 2020 0 repositories listed
• Population Based Training for Data Augmentation and Regularization in Speech Recognition
  8 Oct 2020 0 repositories listed
• Transfer Learning and SpecAugment applied to SSVEP Based BCI Classification
  8 Oct 2020 0 repositories listed
• Conversion and Implementation of State-of-the-Art Deep Learning Algorithms for the Classification of Diabetic Retinopathy
  7 Oct 2020 0 repositories listed
• Deep Learning in Diabetic Foot Ulcers Detection: A Comprehensive Evaluation
  7 Oct 2020 0 repositories listed
• Discriminative Cross-Modal Data Augmentation for Medical Imaging Applications
  7 Oct 2020 0 repositories listed
• Improving Sentiment Analysis over non-English Tweets using Multilingual Transformers and Automatic Translation for Data-Augmentation
  7 Oct 2020 0 repositories listed
• Rotation-Invariant Local-to-Global Representation Learning for 3D Point Cloud
  7 Oct 2020 0 repositories listed
• Domain Adaptive Transfer Learning on Visual Attention Aware Data Augmentation for Fine-grained Visual Categorization
  6 Oct 2020 0 repositories listed
• Fast Mesh Data Augmentation via Chebyshev Polynomial of Spectral filtering
  6 Oct 2020 0 repositories listed
• On the Role of Supervision in Unsupervised Constituency Parsing
  6 Oct 2020 0 repositories listed
• Data Augmentation at the LHC through Analysis-specific Fast Simulation with Deep Learning
  5 Oct 2020 0 repositories listed
• How Effective is Task-Agnostic Data Augmentation for Pretrained Transformers?
  5 Oct 2020 0 repositories listed
• Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks
  5 Oct 2020 0 repositories listed
• Non-anchor-based vehicle detection for traffic surveillance using bounding ellipses
  5 Oct 2020 0 repositories listed
• On the Effects of Knowledge-Augmented Data in Word Embeddings
  5 Oct 2020 0 repositories listed
• 3D-Aided Data Augmentation for Robust Face Understanding
  3 Oct 2020 0 repositories listed
• Consensus Clustering With Unsupervised Representation Learning
  3 Oct 2020 0 repositories listed
• COVID-19 Classification of X-ray Images Using Deep Neural Networks
  3 Oct 2020 0 repositories listed
• WeMix: How to Better Utilize Data Augmentation
  3 Oct 2020 0 repositories listed